Expert Guidance
Comprehensive Curriculum
Flexible Delivery
Ongoing Support
OpenTeams provides training on over 680 open source technologies through their team of experienced Open Source Architects. The training covers a wide range of topics, from installation and configuration to advanced development and optimization techniques. The training is personalized to meet the unique needs of each client, ensuring that they receive the most relevant and impactful information to improve their open source infrastructure. OpenTeams also offers flexible scheduling and delivery options, including online and on-site training sessions.
OpenTeams provides comprehensive training programs for businesses looking to gain expertise in open source technologies. Our team of Open Source Architects can help you with everything from basic to advanced training, customized to your specific needs and goals. With training available for over 680 open source technologies, our programs cover a wide range of topics including installation, configuration, integration, and troubleshooting. Additionally, our training is delivered in various formats, including on-site, online, and self-paced, making it convenient and accessible for businesses of all sizes.
Before creating any training material, OpenTeams would first identify the client’s specific needs and goals. This could involve consulting with the client to understand their existing knowledge of the technology, the areas where they need to improve, and their desired outcomes.
Based on the client’s needs, OpenTeams would then define clear learning objectives for the training program. These objectives would be specific, measurable, and achievable, and would be tailored to the client’s individual needs.
Once the learning objectives have been defined, OpenTeams would develop the actual training materials. This might involve creating written materials, videos, or other multimedia resources, as well as designing exercises and assessments to reinforce learning.
OpenTeams can deliver training in a variety of ways, depending on the client’s needs. This might involve in-person training sessions, virtual training sessions, or self-paced e-learning modules. Whatever the delivery format, OpenTeams would ensure that the training is engaging, interactive, and tailored to the client’s specific needs.
After the training has been completed, OpenTeams would assess the learning outcomes to ensure that the training has been effective. This might involve evaluating the results of assessments, analyzing feedback from learners, or using other metrics to determine the success of the training program.
OpenTeams also provides ongoing support to clients after the training has been completed. This might involve providing additional resources to reinforce learning, answering questions or providing guidance on specific topics, or providing access to additional training programs or resources.
OpenTeams Open Source Training offers a range of benefits for businesses looking to enhance their technical capabilities. By working directly with experienced open source architects, companies can develop in-depth knowledge of the latest technologies and best practices, ensuring they are able to stay at the forefront of their industry. This comprehensive training program covers a vast range of open source technologies, from artificial intelligence and machine learning to cloud platforms and database management systems, giving businesses the flexibility to tailor their training to their unique needs and requirements. With personalized support and guidance every step of the way, OpenTeams Open Source Training helps businesses achieve their goals and objectives while maximizing the potential of their open source technology investments.
By providing training on a wide range of open source technologies, OpenTeams helps clients enhance their skills and productivity. With the guidance of experienced Open Source Architects, employees can gain a deeper understanding of the tools they use every day and learn new techniques for maximizing their effectiveness.
With the fast pace of technological advancement, companies that fail to keep up risk falling behind their competitors. OpenTeams Open Source Training helps clients stay ahead of the curve by equipping them with the latest knowledge and skills. This, in turn, helps businesses innovate more effectively and remain competitive in an ever-changing market.
One of the main benefits of open source technologies is that they can be used without incurring the high licensing costs associated with proprietary software. However, to fully realize these cost savings, employees need to be trained to use open source tools effectively. OpenTeams Open Source Training helps clients achieve this goal, leading to reduced costs and improved efficiency.
Open source technologies often require collaboration and teamwork in order to be used effectively. OpenTeams Open Source Training encourages this kind of collaboration by bringing employees together to learn and share knowledge. By building a culture of collaboration, businesses can improve communication, teamwork, and overall productivity.
Providing training opportunities can be a powerful tool for attracting and retaining top talent. OpenTeams Open Source Training shows employees that their employer is committed to their ongoing development, leading to higher job satisfaction and lower turnover rates. Additionally, offering training can be a key selling point for recruitment efforts, helping businesses attract the best and brightest candidates.
OpenTeams Enterprise Solution Architect started with a small team of one full-time engineer and two part-time engineers working one day a week. The part-time engineers both had extensive prior experience in the probabilistic programming space. Over the last year, as a result of helping Meta achieve their goals, the ESA grew the team to allow the part-time engineers to move to half-time. The scope also increased beyond writing documentation and tutorials to include adding major software features.
OpenTeams’ Enterprise Solution Architects installed a data science platform (Nebari) that provided shared, scalable compute, and storage across all teams. They created a pipelining solution to demonstrate best practices in MLOps for all of their teams to adopt, including automated data ingest and validation, model training, and dashboards to reduce errors, provide monitoring, and make model experimentation easy.
OpenTeams Enterprise Solution Architect updated their risk model to run on Python and utilize fast numerical libraries like NumPy and Numba. The ESA also moved the model to a high-performance deployment on computation clusters using PySpark.
OpenTeams’ Enterprise Solution Architects introduced machine learning capability to the simulation by building a Python API and an MLOps pipeline that built reinforcement learning models. Reinforcement learning models exhibit autonomous behavior that allow simulation entities to adapt to complex situations, even if the human operator has not anticipated the situations. These models are exploratory and often find novel strategies that the human operator did not imagine.
OpenTeams Enterprise Solution Architect built a data pipeline to connect the machines and CRMs. They centralized the data and built dashboards and tools to help the engineers monitor and control the assembly line.
OpenTeams Enterprise Solution Architect was hired by Meta to lead a small team of three part-time engineers who had experience on similar projects, such as NumPy and SciPy. Over the last three years, as a result of achieving Metas goals, the ESA grew the team to 15+ people dedicated to PyTorch development.
OpenTeams Enterprise Solution Architect built an open source, cloud-based data science platform to allow them to scale their work, including a stable, reliable, automated workflow to preprocess new data each day, algorithms to feed various data sources into a single dataset, and algorithms to analyze the data according to their customers’ needs.
OpenTeams Enterprise Solution Architect converted the model to a Python package with an automated workflow that included a test suite, data validation, and report generation. The ESA and his team built a web-based platform with authentication and data input framework. Additionally, the team built tools that allowed technicians to draw on images of the building architectural drawings as part of the data input which allowed them to easily go from room to room. These were also used for automatic report generation.
Originally a port of the R package, pyjanitor has evolved from a set of convenient data cleaning routines into an experiment with the method chaining paradigm. Data preprocessing usually consists of a series of steps that involve transforming raw data into an understandable/usable format.
Jupyter Book lets you build an online book using a collection of Jupyter Notebooks and Markdown files. Its output is similar to the excellent Bookdown tool, and adds extra functionality for people running a Jupyter stack.
Apache Arrow is a cross-language development platform for in-memory data. It supports zero-copy streaming messaging and has support for a number of
languages, including C, C++, Python, R, Rust, and many others.
OpenTeams provides businesses with access to a team of experienced open source professionals who can help them unlock the power of open source technologies, delivering customized solutions tailored to their specific needs and goals. Get in touch with us today to learn how we can help you leverage open source to achieve your business objectives.
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